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2020 – today
- 2023
[j13]Yuxiu Shao
, Srdjan Ostojic:
Relating local connectivity and global dynamics in recurrent excitatory-inhibitory networks. PLoS Comput. Biol. 19(1) (2023)- [j12]Ljubica Cimesa, Lazar Ciric, Srdjan Ostojic:
Geometry of population activity in spiking networks with low-rank structure. PLoS Comput. Biol. 19(8) (2023) - [i1]Marino Pagan, Adrian Valente, Srdjan Ostojic, Carlos D. Brody:
Brief technical note on linearizing recurrent neural networks (RNNs) before vs after the pointwise nonlinearity. CoRR abs/2309.04030 (2023) - 2022
- [j11]Adrian Valente, Srdjan Ostojic, Jonathan W. Pillow:
Probing the Relationship Between Latent Linear Dynamical Systems and Low-Rank Recurrent Neural Network Models. Neural Comput. 34(9): 1871-1892 (2022) - [j10]Elizabeth Herbert, Srdjan Ostojic:
The impact of sparsity in low-rank recurrent neural networks. PLoS Comput. Biol. 18(8) (2022) - [c2]Adrian Valente, Jonathan W. Pillow, Srdjan Ostojic:
Extracting computational mechanisms from neural data using low-rank RNNs. NeurIPS 2022 - 2021
- [j9]Manuel Beiran, Alexis M. Dubreuil, Adrian Valente, Francesca Mastrogiuseppe, Srdjan Ostojic:
Shaping Dynamics With Multiple Populations in Low-Rank Recurrent Networks. Neural Comput. 33(6): 1572-1615 (2021) - 2020
- [j8]Giulio Bondanelli, Srdjan Ostojic:
Coding with transient trajectories in recurrent neural networks. PLoS Comput. Biol. 16(2) (2020) - [c1]Friedrich Schüßler, Francesca Mastrogiuseppe, Alexis M. Dubreuil, Srdjan Ostojic, Omri Barak:
The interplay between randomness and structure during learning in RNNs. NeurIPS 2020
2010 – 2019
- 2019
- [j7]Francesca Mastrogiuseppe, Srdjan Ostojic:
A Geometrical Analysis of Global Stability in Trained Feedback Networks. Neural Comput. 31(6): 1139-1182 (2019) - [j6]Manuel Beiran, Srdjan Ostojic:
Contrasting the effects of adaptation and synaptic filtering on the timescales of dynamics in recurrent networks. PLoS Comput. Biol. 15(3) (2019) - 2017
- [j5]Francesca Mastrogiuseppe, Srdjan Ostojic:
Intrinsically-generated fluctuating activity in excitatory-inhibitory networks. PLoS Comput. Biol. 13(4) (2017) - 2013
- [j4]Srdjan Ostojic, Stefano Fusi:
Synaptic encoding of temporal contiguity. Frontiers Comput. Neurosci. 7: 32 (2013) - [j3]Evan S. Schaffer, Srdjan Ostojic, L. F. Abbott:
A Complex-Valued Firing-Rate Model That Approximates the Dynamics of Spiking Networks. PLoS Comput. Biol. 9(10) (2013) - 2011
- [j2]Srdjan Ostojic, Nicolas Brunel:
From Spiking Neuron Models to Linear-Nonlinear Models. PLoS Comput. Biol. 7(1) (2011)
2000 – 2009
- 2009
- [j1]Srdjan Ostojic, Nicolas Brunel, Vincent Hakim:
Synchronization properties of networks of electrically coupled neurons in the presence of noise and heterogeneities. J. Comput. Neurosci. 26(3): 369-392 (2009)
Coauthor Index
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